healthcare&photonics · 2014. 4. 3. · cv allows to address different clinical problems like:...

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Healthcare&Photonics La visión por computador como ayuda al diagnóstico por imagen

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Page 1: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

Healthcare&Photonics

La visión por

computador como

ayuda al

diagnóstico por

imagen

Page 2: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

3D Endoscopic NavigationJorge Bernal, Débora Gil,

Carles Sánchez, Raúl Alcaide

Page 3: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

3

Project Team

3DEN Team

Dr. Debora Gil (CVC-UAB) Carles Sánchez (CVC-UAB)

Dr. Jorge Bernal (CVC-UAB) Raúl Alcaide (CVC)

Clinical partners

- 2 -Mail: {jbernal,debora,csanchez}@cvc.uab.es,

Tel: +34 93 581 1828

Experts in the design of image processing software for medical

applications with more than 10 years of expertise in the field.

Page 4: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

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Why 3DEN?There is no available support software which can automatically

extract 3D measures and obtain 3D positioning of the device for

commercial endoscopes.✗Low efficiency and effectiveness in operations:

30% of inaccuracy in tracheal implants (500 interventions per year and

hospital)

✗ Suboptimal diagnosis:

>6% of polyp loss in colonoscopy (150.000 new cases per year in USA)

What is the size of tracheal

obstruction?

Where is the polyp?

- 3 -Mail: {jbernal,debora,csanchez}@cvc.uab.es,

Tel: +34 93 581 1828

Page 5: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

5

What 3DEN does now

- 4 -

We look at where physicians look at!

Novices Experts Automatic

Mail: {jbernal,debora,csanchez}@cvc.uab.es,

Tel: +34 93 581 1828

Page 6: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

6

3DENSoftware package for aiding in the diagnosis and help in

planning of endoscopy interventions :

Automatic 3D measures acquisition

Works under standard protocols and devices

Independent of manufacturer and specific device

We offer both a general and customized solution:

License Customization Support and

Updates

Consultancy Customized

Training

General

product

Customized

product

- 5 -Mail: {debora, jbernal, csanchez}@cvc.uab.es,

Tel: +34 93 581 1828

Page 7: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

7

3DEN market

Market segmentation:

Public and private healthcare

Decrease in cost per intervention and patient

More than 1.000 endoscopists in Spain.

Multinational enterprises

Extending functionality

Differential value compared to competitors

Global forecast: 2.2 million active endoscopes

in 2014, 23 % annual growth.

- 6 -Mail: {jbernal,debora,csanchez}@cvc.uab.es,

Tel: +34 93 581 1828

Page 8: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

ADDITIONAL MATERIAL:

MEDICAL IMAGING

8

Page 9: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

Image-guided Atherosclerotic Characterization

and Treatment based on IVUS

Scenario:

• Atherosclerotic plaque - proper to every one!

• Atherosclerotic plaque is invisible in 30% of angiographies!

• IntraVascular Ultrasound (IVUS) images are uniqueintraoperative imaging tool to inspect plaque and guide vessel intervention

Results: 3 International patents, 4 Technology transfers, Winner of IVUS segmentation challenge,

More than 15 journal articles and 30 conference papers, 6 PhD thesis, International collaboration.

Page 10: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

- M2A: 48 hours

- Battery: 6 hours

Automatic Intestine Motility Analysis by Wireless Endoscopy

Hypothesis: Computer Vision and Machine Learning allow to develop an

automatic system for categoirzation of intestine motility to diagnose digestive

diseases

Results:

•A first system for Severe Motility Analysis is currently under validation in 2 USA

(Clinica Mayo) and 4 European (Spain, Belgium, Italy, Portugal) Hospitals.

•Another one for Irritable Bowel Syndrome Analysis is in a process of technology

transfer.

•12 patents in USA, 3 PhD thesis.

Scenario: One third of people during

their life – digestive problems!

Page 11: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

Neural Activity of Obese People by fMRI

fMRI

Time

fMRISignal

(% change)

ROI Time

Course

Condition

MRI

• Hypothesis: Functional MRI is a unique tool to analyze

the neural activity of patients.

CV allows to address different clinical problems like:

• Image segmentation

• Spatial-temporal analysis

• Computer-aided diagnosis

Scenario: Obesity is a major health issue in recent decades for developed

countries. There are more deaths due to obesity compared to malnutrition.

Page 12: Healthcare&Photonics · 2014. 4. 3. · CV allows to address different clinical problems like: •Image segmentation •Spatial-temporal analysis •Computer-aided diagnosis Scenario:

Edifici O, Campus UAB

08193 Bellaterra

(Barcelona)

www.cvc.uab.cat

Dr. David RotgerTechnology Transfer and

Valorization Manager

[email protected]

+34 935 811 828

+34 935 813 073